xlm_70k_ko_duoi – AI Model by phunganhsang | AlphaNeural AI

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phunganhsang/
xlm_70k_ko_duoi

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text-classification

generated_from_trainer

FacebookAI/xlm-roberta-base

autotrain_compatible

endpoints_compatible

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xlm_70k_ko_duoi

This model is a fine-tuned version of FacebookAI/xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3916
Accuracy: 0.9120
F1: 0.9120

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.3819	1.0	1719	0.2560	0.8848	0.8855
0.2608	2.0	3438	0.2473	0.8967	0.8978
0.2129	3.0	5157	0.2387	0.9061	0.9057
0.1776	4.0	6876	0.2613	0.9090	0.9101
0.1522	5.0	8595	0.2629	0.9097	0.9101
0.1261	6.0	10314	0.2986	0.9110	0.9110
0.108	7.0	12033	0.3144	0.9110	0.9109
0.094	8.0	13752	0.3806	0.9117	0.9120
0.0872	9.0	15471	0.3900	0.9124	0.9124
0.0796	10.0	17190	0.3916	0.9120	0.9120

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1